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RECSYS
2009
ACM
16 years 1 months ago
Context-based splitting of item ratings in collaborative filtering
Collaborative Filtering (CF) recommendations are computed by leveraging a historical data set of users’ ratings for items. It assumes that the users’ previously recorded ratin...
Linas Baltrunas, Francesco Ricci
INFOCOM
2008
IEEE
16 years 1 months ago
Distributed Robust Optimization for Communication Networks
—Robustness of optimization models for networking problems has been an under-explored area. Yet most existing algorithms for solving robust optimization problems are centralized,...
Kai Yang, Yihong Wu, Jianwei Huang, Xiaodong Wang,...
IROS
2008
IEEE
129views Robotics» more  IROS 2008»
16 years 1 months ago
Near-optimal navigation of high speed mobile robots on uneven terrain
—This paper proposes a method for near-optimal navigation of high speed mobile robots on uneven terrain. The method relies on a layered control strategy. A high-level planning la...
Karl Iagnemma, Shingo Shimoda, Zvi Shiller
168
Voted
SMC
2007
IEEE
130views Control Systems» more  SMC 2007»
16 years 29 days ago
A flow based approach for SSH traffic detection
— The basic objective of this work is to assess the utility of two supervised learning algorithms AdaBoost and RIPPER for classifying SSH traffic from log files without using f...
Riyad Alshammari, A. Nur Zincir-Heywood
SMC
2007
IEEE
123views Control Systems» more  SMC 2007»
16 years 29 days ago
Logarithmic edge detection with applications
—In real world machine vision problems, numerous issues such as variable scene illumination make edge and object detection difficult. There exists no universal edge detection met...
Eric J. Wharton, Karen Panetta, Sos S. Agaian